Effective hospital readmission prediction models using machine-learned features

• Autores principales: Sacha Davis (Autor), Jin Zhang (Autor), Ilbin Lee (Autor), Mostafa Rezaei (Autor), Russell Greiner (Autor), Finlay A. McAlister (Autor), Raj Padwal (Autor)
• Formato: Libro
• Publicado: BMC, 2022-11-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

Abstract Background: Hospital readmissions are one of the costliest challenges facing healthcare systems, but conventional models fail to predict readmissions well. Many existing models use exclusively manually-engineered features, which are labor intensive and dataset-specific. Our objective was to...